DocumentCode
2233364
Title
Digital video stabilization architecture for low cost devices
Author
Auberger, Stéphane ; Miro, Carolina
Author_Institution
Philips Appl. Technol., Paris, France
fYear
2005
fDate
15-17 Sept. 2005
Firstpage
474
Lastpage
479
Abstract
This paper presents a fast video stabilization algorithm that allows a very robust correction of both translational and rotational jitter, while keeping a very low-cost, low-power solution. A binary motion estimation is used in some key areas of the image to obtain a field of vectors, minimizing memory constraints. After a careful removal of the outlier motion vectors, the affine parameters that describe the global rotational and translational motion of the image are extracted. This motion is then properly filtered to retain only its intentional component. Performances of the algorithm and the complexity of a possible software solution in a realistic platform are evaluated.
Keywords
image motion analysis; stability; video signal processing; binary motion estimation; digital video stabilization architecture; image motion analysis; low cost devices; rotational jitter; Cameras; Costs; Filtering; Jitter; Motion estimation; Performance evaluation; Robustness; Signal processing algorithms; Software algorithms; Software performance;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of the 4th International Symposium on
ISSN
1845-5921
Print_ISBN
953-184-089-X
Type
conf
DOI
10.1109/ISPA.2005.195458
Filename
1521337
Link To Document